{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "import d2lzh as d2l\n",
    "from mxnet.gluon import data as gdata\n",
    "import sys\n",
    "import time"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Downloading C:\\Users\\kepler\\.mxnet\\datasets\\fashion-mnist\\train-images-idx3-ubyte.gz from https://apache-mxnet.s3-accelerate.dualstack.amazonaws.com/gluon/dataset/fashion-mnist/train-images-idx3-ubyte.gz...\n",
      "Downloading C:\\Users\\kepler\\.mxnet\\datasets\\fashion-mnist\\train-labels-idx1-ubyte.gz from https://apache-mxnet.s3-accelerate.dualstack.amazonaws.com/gluon/dataset/fashion-mnist/train-labels-idx1-ubyte.gz...\n",
      "Downloading C:\\Users\\kepler\\.mxnet\\datasets\\fashion-mnist\\t10k-images-idx3-ubyte.gz from https://apache-mxnet.s3-accelerate.dualstack.amazonaws.com/gluon/dataset/fashion-mnist/t10k-images-idx3-ubyte.gz...\n",
      "Downloading C:\\Users\\kepler\\.mxnet\\datasets\\fashion-mnist\\t10k-labels-idx1-ubyte.gz from https://apache-mxnet.s3-accelerate.dualstack.amazonaws.com/gluon/dataset/fashion-mnist/t10k-labels-idx1-ubyte.gz...\n"
     ]
    }
   ],
   "source": [
    "'''\n",
    "通过Gluon的data包来下载这个数据集Fashion-MNIST\n",
    "'''\n",
    "mnist_train = gdata.vision.FashionMNIST(train=True)\n",
    "mnist_test = gdata.vision.FashionMNIST(train=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(60000, 10000)"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(mnist_train), len(mnist_test)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "feature, label = mnist_train[0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "((28, 28, 1), numpy.uint8)"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "'''\n",
    "变量feature对应⾼和宽均为28像素的图像\n",
    "每个像素的数值为0到255之间8位⽆符号整数（uint8）\n",
    "'''\n",
    "feature.shape, feature.dtype"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(2, numpy.int32, dtype('int32'))"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "'''\n",
    "图像的标签使⽤NumPy的标量表⽰\n",
    "它的类型为32位整数（int32）\n",
    "'''\n",
    "label, type(label), label.dtype"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "'''\n",
    "函数可以将数值标签转成相应的⽂本标签\n",
    "'''\n",
    "def get_fashion_mnist_labels(labels):\n",
    "    text_labels = ['t-shirt', 'trouser', 'pullover', 'dress', 'coat',\n",
    "                   'sandal', 'shirt', 'sneaker', 'bag', 'ankle boot']\n",
    "    return [text_labels[int(i)] for i in labels]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "'''\n",
    "定义一个可以在行里画出多张图像的对应标签的函数\n",
    "'''\n",
    "def show_fashion_mnist(images, labels):\n",
    "    d2l.use_svg_display()\n",
    "    # 这里的_表示我们忽略（不使用）的变量\n",
    "    _, figs = d2l.plt.subplots(1, len(images), figsize=(12, 12))\n",
    "    for f, img, lbl in zip(figs, images, labels):\n",
    "        f.imshow(img.reshape((28,28)).asnumpy())\n",
    "        f.set_title(lbl)\n",
    "        f.axes.get_xaxis().set_visible(False)\n",
    "        f.axes.get_yaxis().set_visible(False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"utf-8\" standalone=\"no\"?>\r\n",
       "<!DOCTYPE svg PUBLIC \"-//W3C//DTD SVG 1.1//EN\"\r\n",
       "  \"http://www.w3.org/Graphics/SVG/1.1/DTD/svg11.dtd\">\r\n",
       "<!-- Created with matplotlib (https://matplotlib.org/) -->\r\n",
       "<svg height=\"96.187936pt\" version=\"1.1\" viewBox=\"0 0 687.5 96.187936\" width=\"687.5pt\" xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\">\r\n",
       " <metadata>\r\n",
       "  <rdf:RDF xmlns:cc=\"http://creativecommons.org/ns#\" xmlns:dc=\"http://purl.org/dc/elements/1.1/\" xmlns:rdf=\"http://www.w3.org/1999/02/22-rdf-syntax-ns#\">\r\n",
       "   <cc:Work>\r\n",
       "    <dc:type rdf:resource=\"http://purl.org/dc/dcmitype/StillImage\"/>\r\n",
       "    <dc:date>2020-12-08T19:57:22.661252</dc:date>\r\n",
       "    <dc:format>image/svg+xml</dc:format>\r\n",
       "    <dc:creator>\r\n",
       "     <cc:Agent>\r\n",
       "      <dc:title>Matplotlib v3.3.3, https://matplotlib.org/</dc:title>\r\n",
       "     </cc:Agent>\r\n",
       "    </dc:creator>\r\n",
       "   </cc:Work>\r\n",
       "  </rdf:RDF>\r\n",
       " </metadata>\r\n",
       " <defs>\r\n",
       "  <style type=\"text/css\">*{stroke-linecap:butt;stroke-linejoin:round;}</style>\r\n",
       " </defs>\r\n",
       " <g id=\"figure_1\">\r\n",
       "  <g id=\"patch_1\">\r\n",
       "   <path d=\"M 0 96.187936 \r\n",
       "L 687.5 96.187936 \r\n",
       "L 687.5 0 \r\n",
       "L 0 0 \r\n",
       "z\r\n",
       "\" style=\"fill:none;\"/>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_1\">\r\n",
       "   <g id=\"patch_2\">\r\n",
       "    <path d=\"M 10.7 85.487936 \r\n",
       "L 73.869811 85.487936 \r\n",
       "L 73.869811 22.318125 \r\n",
       "L 10.7 22.318125 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g clip-path=\"url(#p2e672bf4fc)\">\r\n",
       "    <image height=\"64\" id=\"imagecee2c0b97e\" transform=\"scale(1 -1)translate(0 -64)\" width=\"64\" x=\"10.7\" xlink:href=\"data:image/png;base64,\r\n",
       "iVBORw0KGgoAAAANSUhEUgAAAEAAAABACAYAAACqaXHeAAAVGElEQVR4nO2b249lR3XGf1W1a+99rn36Mt3tudtm7BhfADkBk8hcBAkokaIkihQJKQ/5C5D4E6I88xgpD4mEeCECIQUUKYkgESAQBgMGYxh77LlPT/dMX073ue1bVeWh9t7n0jPY4xDNAy5p1N1n9qXWt1Z961ur6ohPi792/A4P+bAn8LDHewA87Ak87PEeAA97Ag97BO/mJrW2ij23idMKGymcFIjcIkyZUMTbPEAI3Mw1YjEPuYUPqsc6B9bhlMQpgZrkiItXsaPRuzEDeJcAZM+c48pfhNhOQW9tSKQLDgZN8jRACFcDICojhZvDREiLUt4q58A5UdvsrKS+ukTJGgEOnBVgBCK0RI2c7FaHJ/9xE954692YAbxLAPJ2gD45YrU74vGlXdpBxvXmMsMsQgiHnHFp9btk+pkQjlAZb1xlpBNYJ3BOULjpyrROYKzEOkFhJbmRtMKctcaQV/NTmF4T2engJhNcUVQvOB5FDwyAEAilAKYPLsdoQ/GFZ7/NZtBnK18mcZr3Ne4AoIUhkjnWCXLnH587/xyDwLp52jGzxiIwTmIRSBxamLn7xzYktQFresij0V2Wwwkv/9FzdE+/n+7PtimuXJub/zsB4TcAIP2/xYcJQdESfKr5BitS8j1g37TpyIRYZmgMLZlikCRWY5FkTmGRGCdrEEzJv8bNE0Z1nRKWWOQlcP7akY0Y25DN4JAL4Q5b7R7f3XgWmSnabzTe1th7A1At1EW0rJkGrXMgBOrx8+SneoxOO7SAHMd20WM376BlgRbmmIe9AW/Hin4oXH2tKt8uha2fmVhN7hRaGFbM0D97M2NEiOlG/k4hpo7D3vtFM7YGCAnuPhdaM/1dSLLTy+w/FWE2UzSQOcdB0eJO3qkvy2xAanxgRapA4pDClsa40jiLXOAKxfw1MOWHahgkhZVoYdhXbQCWVwfsuw5FW6NnrhVSAGpqs511sK1BCO5rvFTIVtNfPhoDUDQU2ZIgjHOUEOTOkVhNZgMaMiOQFoUlEAYpXG3ovYxX4t7vnSVLK8Tc36kNsEKghEUKixYGrSwysDhRGuscYHGG+4+5CLgPUcg4Qp5Y9X8Yg01Ssq4iOWHZ6Pq8a5wnponRtFRKRyWzoM9NvhqV4RXBVeNeBFkNLQxSWA6LJrlRyJIfYpETBwUqsDg5Q2fvMAMABDKOQSlkbwmiEBdpXBhg2hGDRyJw0L7WRo1SsraABaM8vbl7prtFo6Ww9dpe5IX7GT97n/e8Q+Gw+KWw3hwwSENsGM3f0+kgTm6AkojDIS5NccMRNknmARCPncVGmtsvdBmegXy1oLMx5ER7nz9df52hifjX156HO21kDjIVTDJN5hwWaKuUsU5qj9oFw6p0VoWswpI4TWKi+tqK9Wfvqf5P4g3WoiCSOcZJpLAkVtNTYz638RKXe+t8pfcZZvOAfeo8b/xdA0JL72drtLYN3df24deX5gHIV5qYWDF+BMzZhDMn+nzkxFUuNHb4q/YlBtbxqzOPcKmxxvhui6CvEMKROu9FVRk2Y8AxgyoPVpzgpjm/Bq38/X7cANRRUA0tCs4GB/4ZJQOKKEI2m4zWG2ye36MbplzZOQMoGjttdLeLKwrsZOIBuPrnDax2nH1mi4+tv1l7bGxDvjU+TeYUzyxtcbrZZ3ezRT9t8ET3DpfyVTLn12NbpfeceOV56yQIS24jDILcBrW4kTjvZWGnPxd4wiAwTtf3zL/DokVRy+/Rn32Qm5+1dNYH/O2ZV4hFwfc/PmZn3OHND50gvP003bdg/b9v4pKUYO3ZO0TK8DenXubF5ptcLZa5nG6QuIBfTk6jhOVstMdTjS1yp8hcgMJyK1/GIFE44jI0Z5WcKj1fh6ST5E6RlK66V9hXxqsydVZCKCmNN07OKcf6vhneObig+IePf41VNaQnx0hh+UDjGrlTfHvtaV7pn+aN+CxrP2khdECwc2cJpS1vra1zIdpmr2gzMLE3ovTK2IZzOTlHl2pOkDs15xklLHqBCL0iLK+1CimmMrcCYTGCrJMkZWa3C8ujIxNO6gP6psmXD17g8niNZFWQf/p5Ro8W/F54m9wprhcr5C7AOIFFsqaHfGTlKm+eXqP/TI8gcQTBVoTVjtdPbfB0c5W7RYdD00BhiWSBEpaxiUiF9nlXGAyC1GpM6dVKu1dhq2Uxx/apCzwIzoMQyYJY5rUHF0eVIRLjmV1LX4vIMkJ6asz5YMgrpsm/XX6W8V4TtWa59cmQJ5+4zjOh4GYx4TujdQ6LRq07noq3uNDa4a1za/zw2adRqSSIDgQm8i/cDA7JXMBB3vLII7Cl9MTJY7m78sriyrRO1iJ0NmylcETCG1/xQ/2cGSAq3rAL/19phZEN2TeaxGk6jZS8qzBNRW4F640BN4uUu6bhM480NcgGSeICdpM20Z4gSCBYfS0n6yjkpx0fiwe8LFPu5N259SqlQy4YL2fIqjK6MrTigcrrVTETy7wGoCnTY2AuymCDrJcaQG41idXsFl1eQTKyER9ev0a6FnAu3mdND7BO8B+jp/z7REEcDGeAi7ian+DN7ROc++GYYJAS6EMfiplVaKEIKcN8hmyUsPdNT7MFDMyXtBVvVDq/Wh5S2DljZ8ei/pfCYpyaA7hyjnWSZT3GOMnJ8IDN4JDtYomdfKkk0fJdAKUGAShyRdAfIwcjAn3xBnqlx41+j+vFhCO7TFSuz4rcqrU/+9nsBCUwLL2TO0VhZU10WhraKqmfUU1i9jmzXq6yRSWcAMYmqqvApkqJRVEuIcda6eHMBWwXS4xsVD8nIUBjylI9pyVTn1kcyIMj7N4+gdndQwGTyRn2bETiPNlZIe/p9dmJzknbcuKFlaRWE0hDJItaV8QirwskgyS38tjzZjWCL3RMDUj1WZUiPfdYkNNu0shFx4C1pYqMRY4WBRILTuDGE2ySlA2RooCtmH/a+SSnGwc8EW8zEhEDE9f5t/L2YsjPihYPnCivs/XSyasQrpohC5rBlASrhJ1Th4vpb1YkZWW3qVoyFc+oEvDZ4qqrEmKR89XdP+DH22dovB7VXa4AwBlLfFfygxuP8qGTmuebV+a8XqW6qJoIbq7VMGvsbPlbsW9uA3KmLa3ZUf0dyWlYV5mlAlrioK4lXD2new0pLBqQCNISgKZIiWXOy9tnKF5eZvlNA3k+BQBjaN12HFxqc6lxAtanxFV7dya3S2GJymio1FpTZmjh1zvagxTJHIWte4O+btB1/VA9qwJ1cVTXxKrAIMowXiyj5VzGkKU0lkiskEQypysTmjJn0G+yecnSupUsRECWsfLTA9q3WlzpLGOfnIaeRfj0JfM6lKs1rUVBWObzqg/YkilNMU1xFsmRjcldQGQjUquJZE5PjQiFqeXq2EZkTpWyN5jrFaq6uWIJZzKUQTC2UckpnjsiYWtpjoSWTDkZTGgKgb4ZsvTNn+PyYgEA61CjCXpfIZNuXXJqMRURlfFQEpaQUHoWp1Bl6CdWkwlV593cKcZ2Sk5SWIwVNamNZFSXyJkLjq1pgFjkvklKjplRmLYG4t6d5ljkSCxXizbWSYKRwI7Hc9eWTGIwW9uI3ZDw8FkMglAYNvQhidXsF21SF9RE540K5x7ULonmZrbC9ckKgyLi1nCJ3CjyQmGd4Eyvz/nWPkdFxG7S9qHrfAhXnNEJE5bDSQm0/7ynxzRVxlowZCUY1tq+yjwVAFVTduwimjLljN6jb5t88cZnuHKwQuf68axWM5JLU1yaojLomxYtmfr1Jj0j51Z5RVh6YLaeB88BCBiaiLtpm6M0ZvewjTESZ7xX+3GDSaw5yhrsT5rkRpIVAc4JlLQoaeuG6iwAWhqsEyypEhhkHS3V2q+9X3WVy2U5dhHX+sscbXdYGv4GAGpP3rR88dVPcWrlkM+d+hEdNak7MRUZgmd2WUYDQEdN6KkxqQ3YHnY4OGwhrjcIMrABOAV7ccGko+mnDXb7bUyqkH2NKAS2YXGB47CVs9tqoaQlDAyBMhRW0dYp6+GAlkw5MnEdgZUuqJZotXQ7MuFcMKZvmyQ/WeHsTwtar++yWM0cAyDeN9jLba7lAflJRVgpOGHnMkFVqORO1azeFCmFU4ySkGKo6dwRqAyKhgchSQIyqxjnGjPSiIkk2pWoHPK2xIRgCsHYCoRy6LAgCCxNPVWmWhQo4UjLOqUpszJa/HJolvNtyZQVGaJwLF22tL5/6dj6R4h7AHB7yPJrPfomZvCBmE0O6+2uWbRnZXIlVCySXjDmRGfEtpEkJwJUKrCBwykI44JYFX5fMLC4CNI1gTA+Quo90UmACy0iKpDS0ghy2jqta5QqQ1Qpr1KuHpCUnhozshHfGDX57tGThAOLS1MwC/537jgA4sot1g5HOHnKl8XRfC1QoZ1Yn88rnQ+QOcWyHvF4dxetDG8OI/JM+kaygKVGSitIaegcqS1OOWQnRwhHPtGQC0Qhkcm0nA6kpa1TVsJRmYqDmgBlmfK88pNg/VLcDPpcyjb5xp0P8OudTU7vZce9Xz1/8QNXFDCaEKSO1AZkTqHw7alZsVF73UlyqIsQhWfttBGwf6JBVgRY63d9N9oD2iplNR5xuBx7j5XhPUhDsiLAGElRSJpRwXpnSCPIWY8GLOsxCsfIhjX4CueBwM5VkQbJzWyFn187jbwdEwwPp7JuYdP0GAB2MoEkRQ8fZWgiEqvpqEn98nHZ2KyyQdUzqNZkJHMea9zlyeY2f7LyS2+cbXiuKO95rHGXTyy/jhaGnhqjhK01g8TWmkIxz9p90+R2vuyVaLkkqzRYpcKKC36w9xib3whp3xghrt2ujRdK+W2yctvv+O6wc+AMKrPcGC3zVrTB49EOPTUGprlfC1P3+fyL/c+IvFSKGavBEIWjZTNfwztfMlcNkVAYOnJSE2iOQmO82sNvr9c/Z5ots51mjU+XVT2SOUXftDhIGrTu5gQ7h9j0ePPleARUu6rObxzGtwZc/dZ5Lj5yhr/86I/546XXvMedRuFYCYbkLmCn7B51ZrhgaGKGxOwWXcCLpErt5U6RGM2gbFkplpDC1SE8S6qzFV/l4ZVgSOI0YxP5ZSB9ubsSDGnJlF8lp3h1cIrtmys8tbWP3bmLTdLauc6Y+ywBIRFS4KwEZxDDMd2ry6hMcff5NhUtWSdRwvimZhmh1k0PNJiqFVb+rErYWOR1eAJ1pVaN2bJa3UPugl9eXokG9WaKQaDxsrcnxxwWTS4frqEOFWIwwiyS38K+4RQAZ0vj/UTcwSHLr7aIjrr0syZdmTBWUV3ZmfKQgxYGpeabl0rmfmIzXaRK+8fCV3bco8FajdkzAmpmcyR3irTsPI1NiJaGJTEmljmngj4bKuN/ti8w/uYmJ28V2OHM4an7nBi57wkRc3QEvziilTzOIItoypyOm5ApRe6CmvXjskpUwvqtslIraPxhKYNgXO4DKunQMkcy7SjNjtm9Bp96p0dzJJKxDev2WNVHqDLUisw4HbTZur3M+79+GTscYYfDqfH3GTMR4PfVF1ESWc6122t8aeUPudDY4bHwDn3bJLX+gEKlxKrJ5q7c9qqrSd/Xn6sk603RaWbQokBLQ2o1eWV0mQ0qfmjKjFgUJC4AmjRlRk+NacqUl5IzfGeiCe6EuCT1DY/66Jm7LwjzEXCPEHGjCa1XY74+/n1e/MBFXti8TI6vBrUwnNQHcyJpz7QZ5DFaFnUfsAKpWgqza7vaH+hIv9/fd8LvROEIS1AT51NsT43pyAkD20Dh6orPIPmXrRf59fYG3bfADgbHDnbd78zA2x+TKwoadxwmCrjx+DJJmZKqiRvfe6kvV3h1Vm+H14LJl7AISzSjLKel8PSIzKzylPWOsp1prxcsqTEtmdISOYkLuHKwgr3WorFvF47D/ObxtgCYwyNO/Odl1rptLm5scvHMI0gsa8ERFknfNMsukUc8ljkn9cFcx3hkQ3KCejvsZHDA+8MDLHCjaJI4Td+0SJwmFhlxUBY43ny6clLzReI0XZlwXu/SEgUnleOGcRQ/WubC13bg4Ahj70+wDwwA1lBs7yD2DggP1rmSnmA5GHFG72MQjGplKMvTInZm389iZ7o1Et/SCoVB4bOomtndNU7U7S8vu8v7FlphPuVlaBx9C9vFEo27DvMuToy+45Oizhg2Xyr4avpxzHNDvvzhf6YjcraUFyYaU7bAAxLnN05HLsK4StFJOuXmxH8dPcPnrz1NGBieW9uip8cs63FdWNUtsLIJ6pszBT05oSkKWtKyJBXfmazy+e9+juhmyLlXhw9s/AMBgLM0X9/l1FGPq50WvRcyNpQkZ0TiFHEpYPo2IjOKDMXIRjWDV2d7YpFzcbBB8mqPsYZXnoZHOgMea+9CWGYVCTE5Wpq5TY2ezFhTCk1IJAK28mVWf6BZfW2Ieuv2sWbHbxkAB/0jNLDx8jqf7XwB1yzoLo9pxymf3LzEc83rZQOlIMTQlb6FtRkcokXBvx9+kJ/sn+XSjQ26dwSmAQcHbayVPL98nY+2LtVd4WooYVlRY1qi4HuTx3hldJbX+o/w5rUN9I7m/MUJwXb/vuXubw8AwOzuwd4+rcvXeeKbAWpznd2PnWawLvjGixH5OcXZaI8L4TZKOKT0fblnwgFNofn7/bNceekM7T1Be8uQtyST9ZC+EaxfOOITcc4dc8iWCUlcwF3ja4mTytCREd/afz/f/8UT9F4NeOorF7HDES7LKB7gWNy7B6CSkmW16FKDOxrSup2hMs3uxR5fG3yIMC7oNBNCZehGCc0g43SzTyQL3rj8CL0tQXjk0EODNI7m7YBsFPGl9Re4fnKVpsxoqpTdvMPrRxsUTvKlMiv8+FeP0X4roL1lvPG/ocp7x2a9o6/NSeULpYVKCiGQzSZCB4hWC3QAUuKkwKy0OXyihQmFPwDmoHMzp3FzUN/uhAAlcIFkcrJFuiQ5Oi9J3pci+pqli4Jw4OhenhDsjxBJihsnkKZeqv8Wxrv6vsDUAjf9tkb/cO6/1Noq7eY5TCT9N0KsI7ozQuwfQhCADvw3QAoDUtA0jmg/xOgGRTsk7As6twrCo5zg0k2//P4fxjuLAHigLyEACB0ilzqgZjYxJwk2TRFCgCz1gfUCR8QRKIXodrBLLURWIA6OcHmOPRzg8uwdv/tBxoNlgQcYLs/u67V7Pqk6wrq3/0Dv+b+O3/lvjb0HwMOewMMe7wHwsCfwsMf/AipeBZjPfunJAAAAAElFTkSuQmCC\" y=\"-21.487936\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_3\">\r\n",
       "    <path d=\"M 10.7 85.487936 \r\n",
       "L 10.7 22.318125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_4\">\r\n",
       "    <path d=\"M 73.869811 85.487936 \r\n",
       "L 73.869811 22.318125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_5\">\r\n",
       "    <path d=\"M 10.7 85.487936 \r\n",
       "L 73.869811 85.487936 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_6\">\r\n",
       "    <path d=\"M 10.7 22.318125 \r\n",
       "L 73.869811 22.318125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"text_1\">\r\n",
       "    <!-- pullover -->\r\n",
       "    <g transform=\"translate(17.958656 16.318125)scale(0.12 -0.12)\">\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 18.109375 8.203125 \r\n",
       "L 18.109375 -20.796875 \r\n",
       "L 9.078125 -20.796875 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.390625 \r\n",
       "Q 20.953125 51.265625 25.265625 53.625 \r\n",
       "Q 29.59375 56 35.59375 56 \r\n",
       "Q 45.5625 56 51.78125 48.09375 \r\n",
       "Q 58.015625 40.1875 58.015625 27.296875 \r\n",
       "Q 58.015625 14.40625 51.78125 6.484375 \r\n",
       "Q 45.5625 -1.421875 35.59375 -1.421875 \r\n",
       "Q 29.59375 -1.421875 25.265625 0.953125 \r\n",
       "Q 20.953125 3.328125 18.109375 8.203125 \r\n",
       "z\r\n",
       "M 48.6875 27.296875 \r\n",
       "Q 48.6875 37.203125 44.609375 42.84375 \r\n",
       "Q 40.53125 48.484375 33.40625 48.484375 \r\n",
       "Q 26.265625 48.484375 22.1875 42.84375 \r\n",
       "Q 18.109375 37.203125 18.109375 27.296875 \r\n",
       "Q 18.109375 17.390625 22.1875 11.75 \r\n",
       "Q 26.265625 6.109375 33.40625 6.109375 \r\n",
       "Q 40.53125 6.109375 44.609375 11.75 \r\n",
       "Q 48.6875 17.390625 48.6875 27.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-112\"/>\r\n",
       "      <path d=\"M 8.5 21.578125 \r\n",
       "L 8.5 54.6875 \r\n",
       "L 17.484375 54.6875 \r\n",
       "L 17.484375 21.921875 \r\n",
       "Q 17.484375 14.15625 20.5 10.265625 \r\n",
       "Q 23.53125 6.390625 29.59375 6.390625 \r\n",
       "Q 36.859375 6.390625 41.078125 11.03125 \r\n",
       "Q 45.3125 15.671875 45.3125 23.6875 \r\n",
       "L 45.3125 54.6875 \r\n",
       "L 54.296875 54.6875 \r\n",
       "L 54.296875 0 \r\n",
       "L 45.3125 0 \r\n",
       "L 45.3125 8.40625 \r\n",
       "Q 42.046875 3.421875 37.71875 1 \r\n",
       "Q 33.40625 -1.421875 27.6875 -1.421875 \r\n",
       "Q 18.265625 -1.421875 13.375 4.4375 \r\n",
       "Q 8.5 10.296875 8.5 21.578125 \r\n",
       "z\r\n",
       "M 31.109375 56 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-117\"/>\r\n",
       "      <path d=\"M 9.421875 75.984375 \r\n",
       "L 18.40625 75.984375 \r\n",
       "L 18.40625 0 \r\n",
       "L 9.421875 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-108\"/>\r\n",
       "      <path d=\"M 30.609375 48.390625 \r\n",
       "Q 23.390625 48.390625 19.1875 42.75 \r\n",
       "Q 14.984375 37.109375 14.984375 27.296875 \r\n",
       "Q 14.984375 17.484375 19.15625 11.84375 \r\n",
       "Q 23.34375 6.203125 30.609375 6.203125 \r\n",
       "Q 37.796875 6.203125 41.984375 11.859375 \r\n",
       "Q 46.1875 17.53125 46.1875 27.296875 \r\n",
       "Q 46.1875 37.015625 41.984375 42.703125 \r\n",
       "Q 37.796875 48.390625 30.609375 48.390625 \r\n",
       "z\r\n",
       "M 30.609375 56 \r\n",
       "Q 42.328125 56 49.015625 48.375 \r\n",
       "Q 55.71875 40.765625 55.71875 27.296875 \r\n",
       "Q 55.71875 13.875 49.015625 6.21875 \r\n",
       "Q 42.328125 -1.421875 30.609375 -1.421875 \r\n",
       "Q 18.84375 -1.421875 12.171875 6.21875 \r\n",
       "Q 5.515625 13.875 5.515625 27.296875 \r\n",
       "Q 5.515625 40.765625 12.171875 48.375 \r\n",
       "Q 18.84375 56 30.609375 56 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-111\"/>\r\n",
       "      <path d=\"M 2.984375 54.6875 \r\n",
       "L 12.5 54.6875 \r\n",
       "L 29.59375 8.796875 \r\n",
       "L 46.6875 54.6875 \r\n",
       "L 56.203125 54.6875 \r\n",
       "L 35.6875 0 \r\n",
       "L 23.484375 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-118\"/>\r\n",
       "      <path d=\"M 56.203125 29.59375 \r\n",
       "L 56.203125 25.203125 \r\n",
       "L 14.890625 25.203125 \r\n",
       "Q 15.484375 15.921875 20.484375 11.0625 \r\n",
       "Q 25.484375 6.203125 34.421875 6.203125 \r\n",
       "Q 39.59375 6.203125 44.453125 7.46875 \r\n",
       "Q 49.3125 8.734375 54.109375 11.28125 \r\n",
       "L 54.109375 2.78125 \r\n",
       "Q 49.265625 0.734375 44.1875 -0.34375 \r\n",
       "Q 39.109375 -1.421875 33.890625 -1.421875 \r\n",
       "Q 20.796875 -1.421875 13.15625 6.1875 \r\n",
       "Q 5.515625 13.8125 5.515625 26.8125 \r\n",
       "Q 5.515625 40.234375 12.765625 48.109375 \r\n",
       "Q 20.015625 56 32.328125 56 \r\n",
       "Q 43.359375 56 49.78125 48.890625 \r\n",
       "Q 56.203125 41.796875 56.203125 29.59375 \r\n",
       "z\r\n",
       "M 47.21875 32.234375 \r\n",
       "Q 47.125 39.59375 43.09375 43.984375 \r\n",
       "Q 39.0625 48.390625 32.421875 48.390625 \r\n",
       "Q 24.90625 48.390625 20.390625 44.140625 \r\n",
       "Q 15.875 39.890625 15.1875 32.171875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-101\"/>\r\n",
       "      <path d=\"M 41.109375 46.296875 \r\n",
       "Q 39.59375 47.171875 37.8125 47.578125 \r\n",
       "Q 36.03125 48 33.890625 48 \r\n",
       "Q 26.265625 48 22.1875 43.046875 \r\n",
       "Q 18.109375 38.09375 18.109375 28.8125 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 20.953125 51.171875 25.484375 53.578125 \r\n",
       "Q 30.03125 56 36.53125 56 \r\n",
       "Q 37.453125 56 38.578125 55.875 \r\n",
       "Q 39.703125 55.765625 41.0625 55.515625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-114\"/>\r\n",
       "     </defs>\r\n",
       "     <use xlink:href=\"#DejaVuSans-112\"/>\r\n",
       "     <use x=\"63.476562\" xlink:href=\"#DejaVuSans-117\"/>\r\n",
       "     <use x=\"126.855469\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "     <use x=\"154.638672\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "     <use x=\"182.421875\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
       "     <use x=\"243.603516\" xlink:href=\"#DejaVuSans-118\"/>\r\n",
       "     <use x=\"302.783203\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "     <use x=\"364.306641\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_2\">\r\n",
       "   <g id=\"patch_7\">\r\n",
       "    <path d=\"M 86.503774 85.487936 \r\n",
       "L 149.673585 85.487936 \r\n",
       "L 149.673585 22.318125 \r\n",
       "L 86.503774 22.318125 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g clip-path=\"url(#p6705e28f8d)\">\r\n",
       "    <image height=\"64\" id=\"image99b923c1e3\" transform=\"scale(1 -1)translate(0 -64)\" width=\"64\" x=\"86.503774\" xlink:href=\"data:image/png;base64,\r\n",
       "iVBORw0KGgoAAAANSUhEUgAAAEAAAABACAYAAACqaXHeAAASCklEQVR4nO2aSY8kx3XHf7FlZm1dvS/DobhvogVLghYIsCBBEAwDBiwfdDR0MWDY/gi++eZvYMAn+2jAd0MQIGi1IcmyVoqiSA5nn+meXmrLrFwi4vmQ1TXdwxmSAmg2AfEBheqMys548Y//WyPVV9XXhT9g0RetwEXLRwBctAIXLR8BcNEKXLR8BMBFK3DR8gcPgF3+pRQoDRJBLiA30gal1UN/Eu//36a1737LQtRCOaUXX+ev31UkLr7k/vUZoJVWj36WUuc3RSmUMe9Z9fNqyLm57wMgAsS3T2QdZncb6aT4zT71MKEeGvJdTUyg6QvRQnQgVlARVFCoCLoGFRVEUBGyIyEdCeko0LkxRRcl4dYdpKqQEEA9gnkLnZRLUIkjfuIZ7nyhT0hAFpipxRz3/wf0gjiiAQXJWEhmQv9Gif7xb5CmfoABD1JfaVTiCNtDmtWMyRMJxY5ivhe4/MIdtrtTPr/2Flt2yiV7wobJySWhiCmTmHGt3qSKjmnIqKLl2zeeY3Rzhc5tx0ayQnrcwR0eE6qqnVvCO+6eShyq22X0fI/NP7/JVmdGxzRohKlPqUO7HK0idbTkTYKIIjUtElf2NwmHKeu/7LD1M3sGAKWwuzvIoEezPWC+myJaIRqihWJH4ztQr0XCiidZqegnFVoJt6o1xr7LvhnS1TUBRSOGKjrGvkMjLVV9NGz0CpodS5FkxMRh5pbeUy9jS8FNA7YMuJMSfTRByop4cnLO/vXKgLixSrWqeKYzZTWZMw+OKrbLsDrgo8GLwUdNEwwC+JgAkGYN5YaiHnZQaYpqfAuAso7qhUvMLiccfhJe/Mw1Eu2xOmJVZDNtkTa0HJuFlOO6hxfN7ybbNLGdMESNM4HUeLQSrIpYHejaGqciL6/e5dPrN1qAPmmJoqmiofAJv7z5GM1JSv/KKhuv9EiPSnRRtDYbAyhF3F4jf2pAsSt8fHCHVDf8YvI4hXetrjrio6HylipYKm8JUeGjRkSx3ivY3DzgVzefRfV7aMCa556GxDF5MmX2mCJulTzWHWGUEOS+V66ipY6WJhqmPuWk7FJHQ14n+NAuPorCmYA1EaMjTrffhU2wOtK3FT1bA+B0wKhAx9R0TMNwMOdEFPMdw6hyJDuWQf9FTOkxeQ1ByJ8ckO8YfD9SRkcQjRdNFE0UQSshotqPKGpviKIIQS9MQ8iMb32CCISA/d3fbhOdcPmFu3xp6yqNGHw05CHhdj5k7h2H0x51bQmVgVqDKFRYgHPqePSpwxFQgBYwAlpQRlBK0EZQOmJtJEsaEhsYpiXOBPYGE/YGE7aennG5c0IQzTw4Rk2X/775JPNpikkajC3Z6JW8kW+1bGxSfNRkCzXiYtPqYJjPE2LUiLSBxEeN1QElIPM5YZZj9aU5zkY+v3WVL6+8yuvVLq/me8yDI28SitpRzlKkNKhKo+t2glOHLaq9OPW0Sql2TAtiWjBEC6IgagENwQViVNS2pW0qnmEyp2sbXuzf4Uu935IQSVVgHFOsDlybrSPS7q5RkVmTLnyLXo5HUUsAAGLUxNONWihsThVvPMSAbaYJjRVen24ztHN+M93j9ZMtysZSzFIk6HbxQSEuEhztziYRpQV1uuPL8K6QqE596/3JT/VQgtIQY0vNonZU3nKcdwmiuDpZ5/ud50i0X/oOqwNPD44WRBNGTYd78z5ezuQN3uJ1a4ZGRTLr6fZKvDfUtUWiwupIon3L0kUeY1WpESscznvc6KxxOx9yMu4RG40UBhXV/fDsABvRaSDtNGgtOBNQSpY+wHuDb1rPf/pvpzjIKWWUgChihNpblBLKeUJoNPk0465ZQetImnoy5/nk1i120xFOBTStnd/Kh4So0afKLUA1KqJVq1c3aah1xHtNFINS0jJA0SZdSmHTY0N0QuUtHdOQGo91nqg1wUREFGoxiVKLXVXSLlIJXuvF+P0cQpu4yKvOZ3bqDBWjKAiK4A0iEBsNQYGLKCNI1FSVpWkMvzi8xOtui9R4UuuZe8e8cS2ldVw+TyuhoQW/Coaidu2GlA7xiiYYrAqtuVqLShJsdgAxVVTe0NU1PVfRSZv7dFWC0bIwG0MTDE1jaCp7bouNjWgT0VowJhKjIoogopa3aSWtv4i6NZWgkLltHemCJqJBuRb4UDpE4N4og6hQWUAnAWsDabIItSa+DYgQ28WWpSMGg8wNyivqYHAqIEZQadICkMwEH0DbwDPZASPf5U6+cl/hMxROTECgfXhqiVHjfeuERFr7D/GMEzp1SIvvCChR7f1+UVNkbQpsXMTYQJJ4emlNiHoZXqvaEoNeghmDpqxcuzkmLhmoVAt4CJoQNL6ySKPRpUY3Ch80VkcwQOJQWYbt36qpVyy9bs7XB2+R6YbDqodf0DcuY61iM5ux6uZLYObBcatYJW8S9scDyiJBQkttNCgbz5kGLBbQLMKpi2zuTFjJSl4a7vN4doxTobV1FXEq0IjharnJxGe8erLL/miArw2xsC2wNrbRx5yyS0FU4BW6MJhG4cYKHaCsHZlukCQShj200VibN4iC25MV/qfq88vica5P1oiLnYoCfpFSzuqU1Wy+9NBRWieU6JaW1gWC1shpVScgKN4mwpL2/bRiI8vZTcfsuDGaiFGC4T4ARZLQNTW30lXGacZcIBrTPmMR5kRoPfsp3mfCoZKFLqLQtLkJVoM1WPPaDUzi2Pjnj/EPO3+DqYSkjG115aWNYD6iBHx3wFGmqIaaYkfRDITshTEbvYIXNw8YupKjqstJ1WVSpoxGPSToNhla0HNpUwp0EvjE2m2ezI7omxKAIqYUMUWriFmsJlMeZ3O+uPEG5Zpjv17hzckm4yrj4GCI1LplnBaUjVgXkKjwXYNvNESHqSFxflmbRKdRicWGk5N2ku/P6CQOjAFtIAakbiDGtiCJQtrvobKUsLvB9Nk+xZZhcjmlkzQMXclTnUN6dkBiAloJ40kPiXImipwBgVbhDZdzyZ0Q0ARRNGIpYtLuFGBUpKtrMtWwlUzp6YobdoMgin27wqEbEPz9Z2otOBcQaaORt4aYWaDNA5Z+aRHSluWw1DUSAkop0LpdeIggcdlEiEWBqmuMCMPa0+8ldI56NN2MH17a4jtDIWzXXNo9IbWeP7p8Gy+aO9MBVeOoK9uGz0ZhCk0wjldnuzRieD67w64d04jl0PcBSJVfsCIB2jL71CyeyI5ZdXPiZcWkyrhxsEacOHytCbVB2UiSeqwN1Gs1Pmg6ScO9eoCaWez+EUzzMwB4D95z1mW9zXSrCqkqYp7D3X0ABj8GZS1bzz9Nvd1n/7MZx/0ue6sTvrz5GgbhW+ol7hU9RqGLrw1Eha4UYgw3p6sAPJvts2Fy7oUVyugwxGUdX8SEJpql8x3agsvJEZfQbLopJ02P/zj+JGqeIgak1sQ0orIGa+MyZGbWM24y7FzBwRFhMnmgIfJg6+mdfjtzLSGgJjkJsPqm48SscH11wL88u0Ivq9nqzXisP27NwnQoFMRCI1rYP15hUqbsZhOcCuQxZcdN2r5CtDRi0AhOt80SjdBEy3FoWZIpz9DO2Rjm7NcWyS12YoheUSYJ2gou8RgT2Z8M2J8MSEYKOdcSO22IwiKvP9tb4u2/nb2OAUTwt26j7hr6Vyz9bznU7hbjT22T72iqr5V8deu3XMm2uN1d4UayxmE5RNUada1DqTp83zxNvp3ybPeAP+5cZxS6vFbu0Ygh0w3uDDeLmHC3XqFjGl7q3Gbdzvjs1nWud9f55dXHSK5bolPUMSEmQj0E4wL+qIMbadZuRGiaMwCc9gMfbEqe1pEPijz8XvG+NaWyxGQZnYNVIOGtW5t8U32cQVLSdxW9pOa464nKIrlGCcyKjKuzdTqm5nJyTBnbmO0e0SbTi1BZRgca+qZipzPBZTvEFKJpI1jrDFvH6AHdKHS4D+b5pujDJnvk+ANjZ1iktCJOJiQ/f5M0y+hf36Fe3eOnf6n4xhd+SMc0OBMYlxn3WEXVGg46vHnQ4ebuKoeX+mxnUz7du0qiAvf8SusHxNBIm85uuykRxc16HaMie8mY5zt3ubfX5+fV40hl0LkBDWvDnO3ejFdGHZDz3eT33hZ/D3K2ry+NJ1Rj0DNMWdLt9Ui++ARj3wFgI8vRCEdZnxgtOjeYWlHlCfvzQevwem2D8/SDGIJotAoYFUE0VbREUey5EaumYCMt6PQqSp0gc40oITFtWw4FyoN6KAPecWWnOf27H5gs++5Ko9K2aRHnJapuuPztPb57+3OMXvb89Z98j7LnOJ53mSQZtUuItYZKc+WtHW701ziuuqynBZ8ZXuVxd8xdPySIJqKYhoxGDBPf9oL2myGNWJwObK/MGNkOo9yCgnljOSgGJLcd678N9G7Nl83WdwfgrIN88NzgUYuXtuZW1oIIsWzDZ/q/V7j05oCQXubyV44B+EnnCaLANCq8MTBz2KnGzzVv2Q1O+h0+vXKdVVMwiR3GdAmLnT/tUwZRzEILtkbY6swIUTNyfZC2eMvrhGSk6N0oMMczQnzwYOSRqzpN3Hl3BpyNHhLbTPLMuFQVjGHtdc8/fvdrJKsVn7h0m0u9Mb9We4wmXXwW8LE9ZClnCfcaw3/1n+ZWd5UNl7PpphQxYey7pNqzYkuMinwsOWLDzrhqN9GqzfgOV3rLyjD3hs5EsAdjZJYvdXpvJvBezgofvEcEaepzQ7EooCjo/+Qazx3ucvJij42/y/nT1Vc4qnoUixLXuwi1Ro8c0Vh+ZS5xrbfOF3bf4oXsDtOYLQqxyJad0tUVLyb7bGnPqi6Iokm152S1S9E4TqZd6tKxdhLx126c0/V9dYLvVaQsscc5vYOE77z1HHd2h1Tesjuccpx3meYZMSrELhoxpWUsGcd1j2nMCKJZszlVdLxR7lBFyzfrT5CHhFmTkjcJeZ0wmnaQqHGJJ8kaoksW5vyws8EPUMJ4gsrn9CYzdtzHuL31FPIXR/z9s9/ju6Pn+dndy1Ta0oS2rlejhBAT3hxu8Fxvk71kxMvpTV6vd/nXK5/n5LjP+g9S1n5bMt9JyLcNYiFNwHfBfvqEy8Mx+4M+OkuRxi/ZeSEAnJpHnOV0b83RTcbNaZf9ZkgUTS9tlfOVRaJZHLi2DY0T36WKlnHo8EaxzfHBCvaeo3/Tk7xxB1NuoWKX4BQ+UzQDxbRImWRZe3hqDCpGZOGePhgAHhZGtUHKCv3GTXp3e6xtP86/XfkK5sUpf/X8T3iz2OIH9dM0QOy0J8x5kfKjgyfYf2OTve8rXB547rjGzAv03SPCyQhdVqzc7rQVrdHEfhebrzFZ67J5rUavDJBiDosD2YthwAIQCYFwcoKa5axe2cI0Kft7Gc9md6nEYm3AG4O42HaQg2acd+jeNKz856+I0ynQxqjT+BOqChY9DgDd7bK60aFac7hRBdaAuZ/Gf7AAnK0rTkOmUiCR5NoRa6Me8601/mnrz7Am0stqUueZzjoEr1lfzXlsMObXmwPUziYmTYijcZvUnMtXWOYjUtckVw9xd1PUrECmM6SuP2An+LCi6tQclEJCwF+9DsD67me4tbVOsx548pl9UuNpgqGqLHuDCZ9avcEv1h8nrPfbE4DpDLxv3xg5+9ZICMvizF+78UjVLuYlqXfIK7K7OWuvQveaZVR0KL0jc55ep6YOhqvzDdTcoJqIatpWHSyy0BCWH4ly/yRneaLzdnn/GHCO3g9Z4KMW/cC4vPI6668nDD73Ilde6KGUsNad07ENkyrj14d7uBONLiqkrO6bUgzn+o2tTuffZ1q+a3BGPnSvyYn3xKLAjUrM3YSTgwFNMGSmYTTPODxYIR0pVFW3Lbx4BkCR+5+HPjy+bej9Y8D7/GqdunqLZ/5dMX+sx/43+rywekB+Zcjej6F3syAeHLbOLD7ivaIzfYyHrHspFxMG34PEWY5+6ybdsEc97zIPjmSi6d2a445yQlk9evG/h3xoAZAQiPkcczRh5afr/OjuS2y+FnFHOWqSv/O2/h7ywQPwbs7yzG/S1MTJlOEVTzIx9G9WqGmBlOX7ps4HD8Dv6SukrulenZAep9iDCTKdtn2G98nnfGhN4FSkqpBXXkMBAd53Z/uhBwB43xd9Vj50ecAHLR8BcNEKXLR8BMBFK3DR8hEAF63ARctHAFy0Ahct/werzeQ/QFIoegAAAABJRU5ErkJggg==\" y=\"-21.487936\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_8\">\r\n",
       "    <path d=\"M 86.503774 85.487936 \r\n",
       "L 86.503774 22.318125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_9\">\r\n",
       "    <path d=\"M 149.673585 85.487936 \r\n",
       "L 149.673585 22.318125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_10\">\r\n",
       "    <path d=\"M 86.503774 85.487936 \r\n",
       "L 149.673585 85.487936 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_11\">\r\n",
       "    <path d=\"M 86.503774 22.318125 \r\n",
       "L 149.673585 22.318125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"text_2\">\r\n",
       "    <!-- ankle boot -->\r\n",
       "    <g transform=\"translate(86.365554 16.318125)scale(0.12 -0.12)\">\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 34.28125 27.484375 \r\n",
       "Q 23.390625 27.484375 19.1875 25 \r\n",
       "Q 14.984375 22.515625 14.984375 16.5 \r\n",
       "Q 14.984375 11.71875 18.140625 8.90625 \r\n",
       "Q 21.296875 6.109375 26.703125 6.109375 \r\n",
       "Q 34.1875 6.109375 38.703125 11.40625 \r\n",
       "Q 43.21875 16.703125 43.21875 25.484375 \r\n",
       "L 43.21875 27.484375 \r\n",
       "z\r\n",
       "M 52.203125 31.203125 \r\n",
       "L 52.203125 0 \r\n",
       "L 43.21875 0 \r\n",
       "L 43.21875 8.296875 \r\n",
       "Q 40.140625 3.328125 35.546875 0.953125 \r\n",
       "Q 30.953125 -1.421875 24.3125 -1.421875 \r\n",
       "Q 15.921875 -1.421875 10.953125 3.296875 \r\n",
       "Q 6 8.015625 6 15.921875 \r\n",
       "Q 6 25.140625 12.171875 29.828125 \r\n",
       "Q 18.359375 34.515625 30.609375 34.515625 \r\n",
       "L 43.21875 34.515625 \r\n",
       "L 43.21875 35.40625 \r\n",
       "Q 43.21875 41.609375 39.140625 45 \r\n",
       "Q 35.0625 48.390625 27.6875 48.390625 \r\n",
       "Q 23 48.390625 18.546875 47.265625 \r\n",
       "Q 14.109375 46.140625 10.015625 43.890625 \r\n",
       "L 10.015625 52.203125 \r\n",
       "Q 14.9375 54.109375 19.578125 55.046875 \r\n",
       "Q 24.21875 56 28.609375 56 \r\n",
       "Q 40.484375 56 46.34375 49.84375 \r\n",
       "Q 52.203125 43.703125 52.203125 31.203125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-97\"/>\r\n",
       "      <path d=\"M 54.890625 33.015625 \r\n",
       "L 54.890625 0 \r\n",
       "L 45.90625 0 \r\n",
       "L 45.90625 32.71875 \r\n",
       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 54.6875 \r\n",
       "L 18.109375 54.6875 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
       "Q 30.078125 56 35.796875 56 \r\n",
       "Q 45.21875 56 50.046875 50.171875 \r\n",
       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-110\"/>\r\n",
       "      <path d=\"M 9.078125 75.984375 \r\n",
       "L 18.109375 75.984375 \r\n",
       "L 18.109375 31.109375 \r\n",
       "L 44.921875 54.6875 \r\n",
       "L 56.390625 54.6875 \r\n",
       "L 27.390625 29.109375 \r\n",
       "L 57.625 0 \r\n",
       "L 45.90625 0 \r\n",
       "L 18.109375 26.703125 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-107\"/>\r\n",
       "      <path id=\"DejaVuSans-32\"/>\r\n",
       "      <path d=\"M 48.6875 27.296875 \r\n",
       "Q 48.6875 37.203125 44.609375 42.84375 \r\n",
       "Q 40.53125 48.484375 33.40625 48.484375 \r\n",
       "Q 26.265625 48.484375 22.1875 42.84375 \r\n",
       "Q 18.109375 37.203125 18.109375 27.296875 \r\n",
       "Q 18.109375 17.390625 22.1875 11.75 \r\n",
       "Q 26.265625 6.109375 33.40625 6.109375 \r\n",
       "Q 40.53125 6.109375 44.609375 11.75 \r\n",
       "Q 48.6875 17.390625 48.6875 27.296875 \r\n",
       "z\r\n",
       "M 18.109375 46.390625 \r\n",
       "Q 20.953125 51.265625 25.265625 53.625 \r\n",
       "Q 29.59375 56 35.59375 56 \r\n",
       "Q 45.5625 56 51.78125 48.09375 \r\n",
       "Q 58.015625 40.1875 58.015625 27.296875 \r\n",
       "Q 58.015625 14.40625 51.78125 6.484375 \r\n",
       "Q 45.5625 -1.421875 35.59375 -1.421875 \r\n",
       "Q 29.59375 -1.421875 25.265625 0.953125 \r\n",
       "Q 20.953125 3.328125 18.109375 8.203125 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 75.984375 \r\n",
       "L 18.109375 75.984375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-98\"/>\r\n",
       "      <path d=\"M 18.3125 70.21875 \r\n",
       "L 18.3125 54.6875 \r\n",
       "L 36.8125 54.6875 \r\n",
       "L 36.8125 47.703125 \r\n",
       "L 18.3125 47.703125 \r\n",
       "L 18.3125 18.015625 \r\n",
       "Q 18.3125 11.328125 20.140625 9.421875 \r\n",
       "Q 21.96875 7.515625 27.59375 7.515625 \r\n",
       "L 36.8125 7.515625 \r\n",
       "L 36.8125 0 \r\n",
       "L 27.59375 0 \r\n",
       "Q 17.1875 0 13.234375 3.875 \r\n",
       "Q 9.28125 7.765625 9.28125 18.015625 \r\n",
       "L 9.28125 47.703125 \r\n",
       "L 2.6875 47.703125 \r\n",
       "L 2.6875 54.6875 \r\n",
       "L 9.28125 54.6875 \r\n",
       "L 9.28125 70.21875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-116\"/>\r\n",
       "     </defs>\r\n",
       "     <use xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "     <use x=\"61.279297\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
       "     <use x=\"124.658203\" xlink:href=\"#DejaVuSans-107\"/>\r\n",
       "     <use x=\"182.568359\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "     <use x=\"210.351562\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "     <use x=\"271.875\" xlink:href=\"#DejaVuSans-32\"/>\r\n",
       "     <use x=\"303.662109\" xlink:href=\"#DejaVuSans-98\"/>\r\n",
       "     <use x=\"367.138672\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
       "     <use x=\"428.320312\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
       "     <use x=\"489.501953\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_3\">\r\n",
       "   <g id=\"patch_12\">\r\n",
       "    <path d=\"M 162.307547 85.487936 \r\n",
       "L 225.477358 85.487936 \r\n",
       "L 225.477358 22.318125 \r\n",
       "L 162.307547 22.318125 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g clip-path=\"url(#p2c27508752)\">\r\n",
       "    <image height=\"64\" id=\"image401ca10cdc\" transform=\"scale(1 -1)translate(0 -64)\" width=\"64\" x=\"162.307547\" xlink:href=\"data:image/png;base64,\r\n",
       "iVBORw0KGgoAAAANSUhEUgAAAEAAAABACAYAAACqaXHeAAAWvElEQVR4nLWby48l6ZnWf98tbidPnpOZ1V237urusXtst9sXGI8Ng0awmM2wQjCrkfgHWCDWiDX7EWuWSCAZiYsEm0EI0DBCMNBjt+Vpd7upqXtVVmXmyXNO3L4biy8iMrPbprLK6ZBSlZUnTkR8z/fenud9Q/ye+IPIZQ4h0O/ewd5colctPDkk9pawrSH46TR98wb+9jW2d2Y8/usSP/eYZUtRWK7PN9ysVryRbXi3eMFzt8MfP/4ap01B02SEXqELy6zsOTncYe/PDOWLyPK/38c9ePjlR8pz1K0bxCIjVBkh05jHx7i79y61JAB9qbWbDGE0YVZi5yZ9sV8im47YdsTg0zlKEncq7G6OrQTRRNABpSJaBoz0GBHS78IhiSgRkcNPVAEpI1IGhI74QmBLiLsz1HJB7C3ROqL3EDxCa8Juha8yQq4IWqBnJXI2IzpH7LpfHQA5m9H/4Os0bxqefQ/e+OYh2yBx3nD84Brf+KOS8Pk9/A8+YPN2wYvvCG7/1iOWyvGW6dAyUCqLFoFbxQlvmlPe0Kfc0Uc8M3PuLfY5LHbo5hoXJYus4SCvWe/n3L+xpO4yfvq35tAs2fuR4uAnLeb5Bv/J54h33+Kn/3DG7dtHnLY5fa/xd/dZ/GyfnceO8r/+BWG9/tUAEFnG6TsZmzuCD377c/7o3R8yk4I9WfBP3/kWf/Ivvo+6r9ncKTj+muSd377Pf/j6v+G5b/gvzdtsQ04dcjyCN/SaA7VhX224pToK4bhZrNAyuVCIkv1sy3VzSi4t84MGJSLbkLPxBf9M/B7ZOmcOqM8Udr/iH/zgP/OP9n7G/+kDd+01/vnB7/Jp/hauMlT/I4P///ov4QIxoPqI6gSNM1gEh17yuYVjV/HimyU7+x/y9Hci73ztId9ePuQ/NRUn/ho/bW/RBoMiIEUKNT4K+qhQnLAOBYW07OqWSvXkwgHQBsORm/Gj/i1ClMx0hyKw/9YJT//mgu7PS278mUZaz58e/Qbv509pg6GPio3N0FuBaiP48NLlvRyAENFtRNdQW0MbFY/cgh+3b3HUVxx/J7D6muTv/+5/4x9f+4g/bub8u+O/QuMNq74AYMd05NITosAaRR1yApI+KirZY4znulmxVDUP7R6P+yUP2yV//uwWPkhuzNfMs5bff/unfOM3H/FP+LvczHNkY/n44S1+qL/H+7Nn3MxO2LQ5Zi0wdYB4FQAACIji7L9GOOay5WZxyuzWGmsVC9Xw1Hes/ZsASCKFSjuqRCScu8A6FKy7ghAla59AummOqUTHTHYoEcikIzcOHyQBQesNG59z4ivUzNF/9z2aa4aiPEWKgBJh2C+BdCBd2rxfHQApCEoQdVoIwFI2fFA85P38CX/jw59ho+bEV/zb9TdZ+ZJS9pSyZz9LCz91JS5KAArhuNse8PHJLQAWecNM93xYPuC2PqWOOZXsWZqG2zsrWm9onGHT53y+ucZRX3H9YMXP//AAWfT81rVn7Gc1ubQoAtYqyi3oNhDjVQAgJMGAz8CoZMaKSCEshbAcyBqP4MfhLeqQYaOa0poiYFHnsIwY4fBIGpfSaakt2RAEJRHJmdlmg9t0QuMBFyS1y6iMZfeNDWVmWZiWXDoUEY986XJeHYDMsL0lqd9x3KxO2UaDImKExyPYRoNHUgjLQtUY4THCY6Ni43I8EikCMgrmquUNvea5mbOTpRydKYeRfjDjiI2alStpvCEgkCIyNy1BS7T0aBm4Mzvmu3sPMMKzZ7YYkQDc+AJjPP0C+lPJjno5IC9Pg0LgKtC7PTPdYaMG4TDD5zZqPAIpAoW0eCQegffp5qPvSxHJpaWQffpXWUKUyVqIKIYsgcBGhYtq+m6mPHBWbc5Ny9fLxygR6GNawnnrczl4I0BcAQAARIhREAY/VuceGMBHSYhyepjRCqSIGDy5dgMYkhM/A+AgrwlRUCqb/FcEbJTUIWfrc076kmf1nBAFy6KhUBYXhvsEjY0Kj2TlS2zQGOkwwqOVpzWReLmVvQoAF/8kReQcBvRRYaOaABofyAtJJfspSp/4CoD9bHsRLAJtVLTB0HjDxuWsmiKBpC1aePqgcUHSeZ0sLcLKVdioWNBgVIdRgaAgKEAKXna8FIAYI6qH0GhCFOyrGjgz7Up2mKjIhEeNAUwk0Oxgxh168vNCWKxQGDHUBcM5dchpo8YIz8I02KAoMkuMAiXDBLoUES09M9kN9++xUWGke+liXwsAvMdsQK7T7r6tAusYOPQZishS9vgoeCE7TkM5oJYe2EaFC2r6fU9vmasGgE4Z2mB4YZNLnPiKuWowwnEnP6KSPae2wAVJoWxafIwTt1gOG9EbTRcMnjMXRQ6bcInjcnkjgHQCG89O9wj64etjfaAIw67q6WGkuFiN2Zj8tw1m2P3k1x6ZvnfukfQQRy48ShS4oOijwkeJIjHL8Zle9bgEF4ioPiI72NicbQysg0oVmQjMxFjtpWqsDnkKTDGZOYJpEbXPOSKy8iWH/TylOSJSBLpgOPUFa1+y8iV1yAYA4wAStF5jg+LU5Ty1S3JpyYRL93V5soSQAIzicmC83AJCRAQQIZlYICEdkPgosXFIe8OOe0Ta3aAu7J4ipJI2atpg6EJaTBh2LaU/TRuHv8cvLyBlIkEfNCtfshnK6LF48vHXUQjBAED6vRACQ5hu+iKkqH7odln5ijpkhCjwyGkRRniUCKxciY07KZqPLhIDoFI0D5o6ZNQho/EZLipckBOQRnmM8rxoZ/zH9Qcs8pa/c+Mj3tSntDFZjBARAohL8IBLA0BMAEgRMAgyEciEp4+KbcixUVOHnLUvpvwMAzERESUCkkgXNCe2HD5LFWKKFSFVflHQBT0BFIYdP18QaeE5bkuePF+w3smx1xWV6ChEj5XJ6sTwvFdDhmJA+ohwAhcVUpyZLDCko451KKYqrgspwp/4tFgp4sT7d3VL4w2nrkSKFNEVYdAEOo7tjCZk+GHhMQrEkP4y6SiUw8gv09y0Ccn6ooAouZo6AEDa9OOGADN6mhKBpUxpbas2QzGT0QmHj5K1TT5aKosRnmtmzb7a8Nzt4kkRfEd3qabXW2ayoxtSY4hyosKKEQDPTHcY5Rlj3Fh7tNFQ+5wYBVFBvMTiLwdASCYl/VnxE0iIj3FAEcmEJxOeOgjWvpii+MVLSdqYXUhXiQFG6pDRBUPtM9wQBJUMiMGNxjgQoqTUlt15zaJs8UjqmE8bEiIIf8UxQLqIcFyM9NFghMOIgCFQyY4+Kp64BQ+6PTqvpzSnGFNkRhvMhRRXyGQdD7vlpBuM2eGMMJ2ZvIuSt6oTPtx9RC4dNioe2j26YMhlqhyvVhCBKQj+otSkBmnbRjUVQHIwWS1CosKTHignTjfqhIk0BWxUNN5M1x2vwTl9oA+KPigy6VjoZqLBiQWmEkqMHOVyBnA5LiBt+vFBojgTREYLALhvD/isvc5ctXxj9og6ZDzs9gDIZeoBTKCJ5Pu5cCxUPRGlPij0EBhtlGepcpDUHqyXnGxKbizX3MhPqWQPw+Lf0Gsq2VEYxzaCuCoAIPnTFy1AEi5Q4rUvObIzKtnzhj5NFZ1KTE2dM+HJLUTASEch7dlnUaTGiLhIt8ej6Q3dNmNdZsmazhU+RngKYVN0iQMbuyoAGALLus35xEraWNHGZK5tVNPD6skk9QV5alSG8mHBAYENZjg3lcw7qmMva6bv2KCoXYoVhbJoGajynm6mWZYtC53Up40v6ELGg34fIzzbLku7f2UWEMJkAU1nuGuvTR+NIsa4h+e1/xDF8LmiCRk2KNBcoMFKBHyUSAI7qsMaRRc0W5enosjrCQBJpDKWvuzYy2vmsgXgOM5oQ9IPbFQ0nUmFUORSsvjLi+cYUX1Ad5Hgv3z6mNKkCEncOMfLfZR0QfOkmXNvs8faFhfcIXGJIXgO12l8xsoWnNqCxhoaa5KcphyltswyS6HchcAaoiCXjl2dQJE9SHtVLhACemPJSoWzCj8EwenjKGFYfKX6oe4fc7ag8Ya7J/ts6pxcO+6UR8AQuWOkHURVOyhKK1vwZLubFODeoGXKFjPVY7OGTDqW5pyrDILKwjQsVI0QYDZgmki8is5QjBHRWXRjIMKubCfmBgxMMD18YnESf04INSKQaU+WpTo+cEaURol9rOZG7qBlIAJaBpSMuCAnriBFJCDoJj3hzAJHqxCBK0yD1qGeHZO1FuKSD7MXHAXNXbuPjzLtYJQcuxkv7AwjPTsqVWiFtCxNzbcOHtN4w0x3bAbe3gWNFJGF2lJIy2O7pPEZpbLcmJ3Se8XaJE1w3RdsbD6RoY3LuNseTM84Zg11rmYQl2iKXAoAYiC2LUJrYoSZkNQDvR3TUBhMuA/6gtIjh/7Brm4oVQ8MJssZw1MildFwlmbLIei1fgiYQUFMC9XK44Ji4/P0XekYyyuPJMahDL6yLBAjYdukaNkonnhYhYI2ZBjhpg6RDYq1zZmpno0uLlzCI3FRoQcFeJTLQhT4KKacHkiRvw9JSxzJkB4C5xgPWq9p/Q5aBvayGhRTj7GvM/ZOImbtwXtedlyqDoi2JzQC2UtWIWc7EBqFpBAuxQFk6uP5RIUvFD/DQvUvIWh+sAgfBS6m64QopswAqcQdq0kXFZ3TGOWZ6w4nAl3QKJERe4lpAqpxEK6qOzwCoSJz2dMHNQXBsQ5fqIbrxZr9bEulusT8Bl8/6mfUznCQ1+SmxkbJ2uXYKHnqFlSynwjS+WozH7rLoyo8Bs5CWXZNi5F+Gq6Agaz5NBsge3dFzdEvALCQnm20tMHghUhtMeCaWWNLRaU6KtnTBcM6Jlr8vJ2x7lMQW5oaFxSnfUGrDA+7PSrZD1E+uYYLEi3DVAHOdYeRnpO+ZONydlTHnfIYgBNbTZkFQDiB3lpk6whXxgaHQ3jBKqQBh/EYLWHSCs5R5vFvhXJEk3x5DIKjwrPQDZXs2ficXiYpLBu60LXLpt6hlp5+0AnCUPycL7dHyk0E4QK4l/v/KwMgO8HP7cEw8yNRpDTYD9WcjQoT/ZQFxlbZrWo1lMeSlS2xQVHpnoVpeS8/ZKnqQRDRabEicGoLHq/nxCjYlhm5ckkVRtB6zcbnwwacMUYjPMIL1LZDtN0VTogMhwiphdXHs55/CoDqgsrzRSanhUci6QaxA1JE19JPnF7+grwVwrDTQeLlmcrsQuoef5FiSxGSgt056C3x6l0gtbDG4Qc4c4FCWOaqJZejTpAUWhUDW5+UnjHFFcpxLdtSqp5DN+dEVFMQ7IKmdgYXJFXep1QYBdarJHbAlC6TVJbmCnyU2KBRrYCnh/imvTDA+cuOy3cSBkbYRjOZtiRMOXw0wVHAlCJMIJ1fvAtqUIN7cunogmHji6n1PTY+EptMZXG6fVKIx2xgo7yQMaZNcoKwbS41JAmvagFO8KzfZUd1GLPGxwzrLw4otMFM/YEupMZl4w2tM0iRzD6Xif+P1WSYhiIkrddJT4wCo9IOps5yAmPsF/ZB44iUQBBx4gricrHv9QCQDk5c6gQtdI0iUMdiyvkjo+uGHRxr/tYZWq+pdD+NzBbSTj3BcSLEhlROd05PFFidS4eZ9Bjp6bymHVxAS48hDB1iORChlwe/1wPAwpNmjiwjd/IXAAML1HTnen59OLusFIFMOQLJtNtB+MyGAYpq4AjjosbegxARMZj7qAztmGTWgaFJE1Pj1AJ4A978Gi0gBnQN90/3kCLyYWrrU/s8Ba6Q0QdN4w1rm5NJz9wkgWKs5A6bHU7bgk2fs7E5le55b/aCQlq2PmPVl1M/YOwF+CBZdQXWS3wl0cWW3it6P8wDRYmMgjqkfsKrzkm8YgxIwuS4i+e7v0Z4lAxTmguIaThiZG2ltlijKLWl0j3F0DGSREplKbW9ENjOiitBCBfj9QjQKJ+PrvNrjQG6iZysCo6rckqFSd313NQr5qrhs/Y6q2Gy49in8w7yLbl07Gc1ap5k7xRD4tT0+EoVuF2cTBXe2hU8qJfYoPBBTCJLJs8GrvQ5K3tc73Jcl6jLBf/XA0A6oFO09stfy6VlLtupsAkx+akmSWS5dJMqXMmexTDi0sbEAfKhQ2SHyY9OXryHgEFfCIRzDZexL2G9ou0Nhb+kEPCqAMQQKY8c5X3DcblDHbKkAwzRexxWOHYVp32BFJFK92TSTwEvxNQ3lEQWQzFphMcCT9oFR3aWKPHQGpNESm25OXdpXC5ryIeAyjCpGEjWcXi6Q3tYsruOl6oAXxkAAL315MeGZqsnPd+GlPrGSq7xhs5rsmGqcyx3jfRnkyFyjA2JvFgUp67kaTOfCp4p/Yk4tMT98OKFR37hsV1QdI3BnCpMc/kU+GoAxED28IQDlnT7BStXofQZ0rXPBlAC16v0lkLa+bPxlTFQVqpjrhoy4alER0ByLztg7RLBCTExx1xdbKnZoPBCsPUZa1tgpOdanuYN1aOc5V9A+bj9NdUBMeI/+7+on0vmb3+fE1tNo7EhCuqYEbxAS8871dHU4BiPEMVQAHnmsmVXtlSy4221AeDT7Ji1G2d+UnDMh4B36oqBAEmsN2xszqotKHQCKCDYuS+49qfP4GiFv6Qg+moADCAQPaYJfHx8k6NZxe3yhB3dpd0Zhh6kiASRFjx2ibyQVKJPL0gM4zUyGI5Ecp1cWvbNlsYbmpARosL5IaUOXEOLFE9CFHRFos6Pml2OuwqziYhtQ7T9Ky3p1QAYjvJpz92PbnLvzQP+3rf/N7ez40kDaGOq/+GsaeFJ0x7XTc8tk5ScdShZU/LIpQ7yrmz4dnWPz9obfFrP0hjNEEz3820ajjQNc9Vic8XNYsXTbpf/ef8O/XHBew97/JOnrxQAXxsAVfcUz0sakfHJ+johCnZ0ksL8IIerkQ2KM9Y2agbbkLPy1YXpzutmxVKm1GiDmkpigHwIgGMWWbuCo77iyXaX/kVBdqTQ247oXn1c9rUAkD9/wNt1j9urePTJe9xd/AbrD3qu3zzh3cUR354/JBcOY1Jef9Lt0niDFHvUPufT7Zv85PAGAEVmyZXnuwcPeL98yjM759QWaOG5Xq6ZqZ4PZw/Y1xt++Ox7/OjRLfqnFYtPFGYd+erPG/S6Qzx4yisWga8PgD9ZwckKNZtxrXuXfq+gX2Qc5nMK7fjq7DD164fevxtY3hgUD5sdVsczYgRTWrLMs9otqfNsmgjXyjNT6R2FparZlS0v2hnd85LZA8W1HzfokxY+/UtCXb/OMl4fgPGIvUU9ekF5XHCLA9qf5GxnN/n3u7do3owsv/Oca9WWby4e85vm6VTlHRRbHu6mEnZRNeyYnq9Uh7yfP03yenbKqSu43+zx7PgmP/z4r1EcSspnkbdfePIXDdm958S2I/SvFvSuFgDb4x4/AcB8fhdz/sPvf4tPF/tsruf8zsHnfKe8xxO34MjtsJ/VLKsGLQM3ZqfMdcdX86e8q19wQ6141xzySXeLH53c5sHzJV/51y3iTz66cO/XG47/8vErAQAwDex9Ifeqow3LH+/QPt7lX6m/yv/af4dVn3r+mzan3uQIEXlW7qC1595mj4NiS64cmXR8fHSTZx9dp3wu0M+ffdm/f9F9hfjymx0ve/xLvz3+yy6gNQhJdPbizaVClgVyf48nf/tt6psC2SVRBZne6IiS9GqLYJjvBTuPuIWn+kvNu//yIeH50dkb6uOihUQMg5AXIv9rAHAFFvBLdNXgCdstIstQLcgOVJ+mN6ICzADA8LxpuBF8DqIX6BbievPll58v8SLUqxz/DzHfzwNdgyrGAAAAAElFTkSuQmCC\" y=\"-21.487936\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_13\">\r\n",
       "    <path d=\"M 162.307547 85.487936 \r\n",
       "L 162.307547 22.318125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_14\">\r\n",
       "    <path d=\"M 225.477358 85.487936 \r\n",
       "L 225.477358 22.318125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_15\">\r\n",
       "    <path d=\"M 162.307547 85.487936 \r\n",
       "L 225.477358 85.487936 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_16\">\r\n",
       "    <path d=\"M 162.307547 22.318125 \r\n",
       "L 225.477358 22.318125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"text_3\">\r\n",
       "    <!-- shirt -->\r\n",
       "    <g transform=\"translate(180.478703 16.318125)scale(0.12 -0.12)\">\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 44.28125 53.078125 \r\n",
       "L 44.28125 44.578125 \r\n",
       "Q 40.484375 46.53125 36.375 47.5 \r\n",
       "Q 32.28125 48.484375 27.875 48.484375 \r\n",
       "Q 21.1875 48.484375 17.84375 46.4375 \r\n",
       "Q 14.5 44.390625 14.5 40.28125 \r\n",
       "Q 14.5 37.15625 16.890625 35.375 \r\n",
       "Q 19.28125 33.59375 26.515625 31.984375 \r\n",
       "L 29.59375 31.296875 \r\n",
       "Q 39.15625 29.25 43.1875 25.515625 \r\n",
       "Q 47.21875 21.78125 47.21875 15.09375 \r\n",
       "Q 47.21875 7.46875 41.1875 3.015625 \r\n",
       "Q 35.15625 -1.421875 24.609375 -1.421875 \r\n",
       "Q 20.21875 -1.421875 15.453125 -0.5625 \r\n",
       "Q 10.6875 0.296875 5.421875 2 \r\n",
       "L 5.421875 11.28125 \r\n",
       "Q 10.40625 8.6875 15.234375 7.390625 \r\n",
       "Q 20.0625 6.109375 24.8125 6.109375 \r\n",
       "Q 31.15625 6.109375 34.5625 8.28125 \r\n",
       "Q 37.984375 10.453125 37.984375 14.40625 \r\n",
       "Q 37.984375 18.0625 35.515625 20.015625 \r\n",
       "Q 33.0625 21.96875 24.703125 23.78125 \r\n",
       "L 21.578125 24.515625 \r\n",
       "Q 13.234375 26.265625 9.515625 29.90625 \r\n",
       "Q 5.8125 33.546875 5.8125 39.890625 \r\n",
       "Q 5.8125 47.609375 11.28125 51.796875 \r\n",
       "Q 16.75 56 26.8125 56 \r\n",
       "Q 31.78125 56 36.171875 55.265625 \r\n",
       "Q 40.578125 54.546875 44.28125 53.078125 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-115\"/>\r\n",
       "      <path d=\"M 54.890625 33.015625 \r\n",
       "L 54.890625 0 \r\n",
       "L 45.90625 0 \r\n",
       "L 45.90625 32.71875 \r\n",
       "Q 45.90625 40.484375 42.875 44.328125 \r\n",
       "Q 39.84375 48.1875 33.796875 48.1875 \r\n",
       "Q 26.515625 48.1875 22.3125 43.546875 \r\n",
       "Q 18.109375 38.921875 18.109375 30.90625 \r\n",
       "L 18.109375 0 \r\n",
       "L 9.078125 0 \r\n",
       "L 9.078125 75.984375 \r\n",
       "L 18.109375 75.984375 \r\n",
       "L 18.109375 46.1875 \r\n",
       "Q 21.34375 51.125 25.703125 53.5625 \r\n",
       "Q 30.078125 56 35.796875 56 \r\n",
       "Q 45.21875 56 50.046875 50.171875 \r\n",
       "Q 54.890625 44.34375 54.890625 33.015625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-104\"/>\r\n",
       "      <path d=\"M 9.421875 54.6875 \r\n",
       "L 18.40625 54.6875 \r\n",
       "L 18.40625 0 \r\n",
       "L 9.421875 0 \r\n",
       "z\r\n",
       "M 9.421875 75.984375 \r\n",
       "L 18.40625 75.984375 \r\n",
       "L 18.40625 64.59375 \r\n",
       "L 9.421875 64.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-105\"/>\r\n",
       "     </defs>\r\n",
       "     <use xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "     <use x=\"52.099609\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
       "     <use x=\"115.478516\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "     <use x=\"143.261719\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "     <use x=\"184.375\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_4\">\r\n",
       "   <g id=\"patch_17\">\r\n",
       "    <path d=\"M 238.111321 85.487936 \r\n",
       "L 301.281132 85.487936 \r\n",
       "L 301.281132 22.318125 \r\n",
       "L 238.111321 22.318125 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g clip-path=\"url(#p4525dec17b)\">\r\n",
       "    <image height=\"64\" id=\"imaged03a951904\" transform=\"scale(1 -1)translate(0 -64)\" width=\"64\" x=\"238.111321\" xlink:href=\"data:image/png;base64,\r\n",
       "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\" y=\"-21.487936\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_18\">\r\n",
       "    <path d=\"M 238.111321 85.487936 \r\n",
       "L 238.111321 22.318125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_19\">\r\n",
       "    <path d=\"M 301.281132 85.487936 \r\n",
       "L 301.281132 22.318125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_20\">\r\n",
       "    <path d=\"M 238.111321 85.487936 \r\n",
       "L 301.281132 85.487936 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_21\">\r\n",
       "    <path d=\"M 238.111321 22.318125 \r\n",
       "L 301.281132 22.318125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"text_4\">\r\n",
       "    <!-- t-shirt -->\r\n",
       "    <g transform=\"translate(251.765601 16.318125)scale(0.12 -0.12)\">\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 4.890625 31.390625 \r\n",
       "L 31.203125 31.390625 \r\n",
       "L 31.203125 23.390625 \r\n",
       "L 4.890625 23.390625 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-45\"/>\r\n",
       "     </defs>\r\n",
       "     <use xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "     <use x=\"39.208984\" xlink:href=\"#DejaVuSans-45\"/>\r\n",
       "     <use x=\"75.292969\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "     <use x=\"127.392578\" xlink:href=\"#DejaVuSans-104\"/>\r\n",
       "     <use x=\"190.771484\" xlink:href=\"#DejaVuSans-105\"/>\r\n",
       "     <use x=\"218.554688\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "     <use x=\"259.667969\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_5\">\r\n",
       "   <g id=\"patch_22\">\r\n",
       "    <path d=\"M 313.915094 85.487936 \r\n",
       "L 377.084906 85.487936 \r\n",
       "L 377.084906 22.318125 \r\n",
       "L 313.915094 22.318125 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g clip-path=\"url(#p434df20f50)\">\r\n",
       "    <image height=\"64\" id=\"imagedb93cc98fb\" transform=\"scale(1 -1)translate(0 -64)\" width=\"64\" x=\"313.915094\" xlink:href=\"data:image/png;base64,\r\n",
       "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\" y=\"-21.487936\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_23\">\r\n",
       "    <path d=\"M 313.915094 85.487936 \r\n",
       "L 313.915094 22.318125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_24\">\r\n",
       "    <path d=\"M 377.084906 85.487936 \r\n",
       "L 377.084906 22.318125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_25\">\r\n",
       "    <path d=\"M 313.915094 85.487936 \r\n",
       "L 377.084906 85.487936 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_26\">\r\n",
       "    <path d=\"M 313.915094 22.318125 \r\n",
       "L 377.084906 22.318125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"text_5\">\r\n",
       "    <!-- dress -->\r\n",
       "    <g transform=\"translate(329.41625 16.318125)scale(0.12 -0.12)\">\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 45.40625 46.390625 \r\n",
       "L 45.40625 75.984375 \r\n",
       "L 54.390625 75.984375 \r\n",
       "L 54.390625 0 \r\n",
       "L 45.40625 0 \r\n",
       "L 45.40625 8.203125 \r\n",
       "Q 42.578125 3.328125 38.25 0.953125 \r\n",
       "Q 33.9375 -1.421875 27.875 -1.421875 \r\n",
       "Q 17.96875 -1.421875 11.734375 6.484375 \r\n",
       "Q 5.515625 14.40625 5.515625 27.296875 \r\n",
       "Q 5.515625 40.1875 11.734375 48.09375 \r\n",
       "Q 17.96875 56 27.875 56 \r\n",
       "Q 33.9375 56 38.25 53.625 \r\n",
       "Q 42.578125 51.265625 45.40625 46.390625 \r\n",
       "z\r\n",
       "M 14.796875 27.296875 \r\n",
       "Q 14.796875 17.390625 18.875 11.75 \r\n",
       "Q 22.953125 6.109375 30.078125 6.109375 \r\n",
       "Q 37.203125 6.109375 41.296875 11.75 \r\n",
       "Q 45.40625 17.390625 45.40625 27.296875 \r\n",
       "Q 45.40625 37.203125 41.296875 42.84375 \r\n",
       "Q 37.203125 48.484375 30.078125 48.484375 \r\n",
       "Q 22.953125 48.484375 18.875 42.84375 \r\n",
       "Q 14.796875 37.203125 14.796875 27.296875 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-100\"/>\r\n",
       "     </defs>\r\n",
       "     <use xlink:href=\"#DejaVuSans-100\"/>\r\n",
       "     <use x=\"63.476562\" xlink:href=\"#DejaVuSans-114\"/>\r\n",
       "     <use x=\"102.339844\" xlink:href=\"#DejaVuSans-101\"/>\r\n",
       "     <use x=\"163.863281\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "     <use x=\"215.962891\" xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_6\">\r\n",
       "   <g id=\"patch_27\">\r\n",
       "    <path d=\"M 389.718868 85.487936 \r\n",
       "L 452.888679 85.487936 \r\n",
       "L 452.888679 22.318125 \r\n",
       "L 389.718868 22.318125 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g clip-path=\"url(#p7d6c4c773d)\">\r\n",
       "    <image height=\"64\" id=\"image2e155c129e\" transform=\"scale(1 -1)translate(0 -64)\" width=\"64\" x=\"389.718868\" xlink:href=\"data:image/png;base64,\r\n",
       "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\" y=\"-21.487936\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_28\">\r\n",
       "    <path d=\"M 389.718868 85.487936 \r\n",
       "L 389.718868 22.318125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_29\">\r\n",
       "    <path d=\"M 452.888679 85.487936 \r\n",
       "L 452.888679 22.318125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_30\">\r\n",
       "    <path d=\"M 389.718868 85.487936 \r\n",
       "L 452.888679 85.487936 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_31\">\r\n",
       "    <path d=\"M 389.718868 22.318125 \r\n",
       "L 452.888679 22.318125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"text_6\">\r\n",
       "    <!-- coat -->\r\n",
       "    <g transform=\"translate(408.304399 16.318125)scale(0.12 -0.12)\">\r\n",
       "     <defs>\r\n",
       "      <path d=\"M 48.78125 52.59375 \r\n",
       "L 48.78125 44.1875 \r\n",
       "Q 44.96875 46.296875 41.140625 47.34375 \r\n",
       "Q 37.3125 48.390625 33.40625 48.390625 \r\n",
       "Q 24.65625 48.390625 19.8125 42.84375 \r\n",
       "Q 14.984375 37.3125 14.984375 27.296875 \r\n",
       "Q 14.984375 17.28125 19.8125 11.734375 \r\n",
       "Q 24.65625 6.203125 33.40625 6.203125 \r\n",
       "Q 37.3125 6.203125 41.140625 7.25 \r\n",
       "Q 44.96875 8.296875 48.78125 10.40625 \r\n",
       "L 48.78125 2.09375 \r\n",
       "Q 45.015625 0.34375 40.984375 -0.53125 \r\n",
       "Q 36.96875 -1.421875 32.421875 -1.421875 \r\n",
       "Q 20.0625 -1.421875 12.78125 6.34375 \r\n",
       "Q 5.515625 14.109375 5.515625 27.296875 \r\n",
       "Q 5.515625 40.671875 12.859375 48.328125 \r\n",
       "Q 20.21875 56 33.015625 56 \r\n",
       "Q 37.15625 56 41.109375 55.140625 \r\n",
       "Q 45.0625 54.296875 48.78125 52.59375 \r\n",
       "z\r\n",
       "\" id=\"DejaVuSans-99\"/>\r\n",
       "     </defs>\r\n",
       "     <use xlink:href=\"#DejaVuSans-99\"/>\r\n",
       "     <use x=\"54.980469\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
       "     <use x=\"116.162109\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "     <use x=\"177.441406\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_7\">\r\n",
       "   <g id=\"patch_32\">\r\n",
       "    <path d=\"M 465.522642 85.487936 \r\n",
       "L 528.692453 85.487936 \r\n",
       "L 528.692453 22.318125 \r\n",
       "L 465.522642 22.318125 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g clip-path=\"url(#p764b5822fd)\">\r\n",
       "    <image height=\"64\" id=\"image8ffc4eee39\" transform=\"scale(1 -1)translate(0 -64)\" width=\"64\" x=\"465.522642\" xlink:href=\"data:image/png;base64,\r\n",
       "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\" y=\"-21.487936\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_33\">\r\n",
       "    <path d=\"M 465.522642 85.487936 \r\n",
       "L 465.522642 22.318125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_34\">\r\n",
       "    <path d=\"M 528.692453 85.487936 \r\n",
       "L 528.692453 22.318125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_35\">\r\n",
       "    <path d=\"M 465.522642 85.487936 \r\n",
       "L 528.692453 85.487936 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_36\">\r\n",
       "    <path d=\"M 465.522642 22.318125 \r\n",
       "L 528.692453 22.318125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"text_7\">\r\n",
       "    <!-- coat -->\r\n",
       "    <g transform=\"translate(484.108172 16.318125)scale(0.12 -0.12)\">\r\n",
       "     <use xlink:href=\"#DejaVuSans-99\"/>\r\n",
       "     <use x=\"54.980469\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
       "     <use x=\"116.162109\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "     <use x=\"177.441406\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_8\">\r\n",
       "   <g id=\"patch_37\">\r\n",
       "    <path d=\"M 541.326415 85.487936 \r\n",
       "L 604.496226 85.487936 \r\n",
       "L 604.496226 22.318125 \r\n",
       "L 541.326415 22.318125 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g clip-path=\"url(#p1adf046368)\">\r\n",
       "    <image height=\"64\" id=\"imagef4b2ab8df3\" transform=\"scale(1 -1)translate(0 -64)\" width=\"64\" x=\"541.326415\" xlink:href=\"data:image/png;base64,\r\n",
       "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\" y=\"-21.487936\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_38\">\r\n",
       "    <path d=\"M 541.326415 85.487936 \r\n",
       "L 541.326415 22.318125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_39\">\r\n",
       "    <path d=\"M 604.496226 85.487936 \r\n",
       "L 604.496226 22.318125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_40\">\r\n",
       "    <path d=\"M 541.326415 85.487936 \r\n",
       "L 604.496226 85.487936 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_41\">\r\n",
       "    <path d=\"M 541.326415 22.318125 \r\n",
       "L 604.496226 22.318125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"text_8\">\r\n",
       "    <!-- sandal -->\r\n",
       "    <g transform=\"translate(553.153508 16.318125)scale(0.12 -0.12)\">\r\n",
       "     <use xlink:href=\"#DejaVuSans-115\"/>\r\n",
       "     <use x=\"52.099609\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "     <use x=\"113.378906\" xlink:href=\"#DejaVuSans-110\"/>\r\n",
       "     <use x=\"176.757812\" xlink:href=\"#DejaVuSans-100\"/>\r\n",
       "     <use x=\"240.234375\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "     <use x=\"301.513672\" xlink:href=\"#DejaVuSans-108\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       "  <g id=\"axes_9\">\r\n",
       "   <g id=\"patch_42\">\r\n",
       "    <path d=\"M 617.130189 85.487936 \r\n",
       "L 680.3 85.487936 \r\n",
       "L 680.3 22.318125 \r\n",
       "L 617.130189 22.318125 \r\n",
       "z\r\n",
       "\" style=\"fill:#ffffff;\"/>\r\n",
       "   </g>\r\n",
       "   <g clip-path=\"url(#p7a0a20d38f)\">\r\n",
       "    <image height=\"64\" id=\"image98ebdebfd8\" transform=\"scale(1 -1)translate(0 -64)\" width=\"64\" x=\"617.130189\" xlink:href=\"data:image/png;base64,\r\n",
       "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\" y=\"-21.487936\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_43\">\r\n",
       "    <path d=\"M 617.130189 85.487936 \r\n",
       "L 617.130189 22.318125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_44\">\r\n",
       "    <path d=\"M 680.3 85.487936 \r\n",
       "L 680.3 22.318125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_45\">\r\n",
       "    <path d=\"M 617.130189 85.487936 \r\n",
       "L 680.3 85.487936 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"patch_46\">\r\n",
       "    <path d=\"M 617.130189 22.318125 \r\n",
       "L 680.3 22.318125 \r\n",
       "\" style=\"fill:none;stroke:#000000;stroke-linecap:square;stroke-linejoin:miter;stroke-width:0.8;\"/>\r\n",
       "   </g>\r\n",
       "   <g id=\"text_9\">\r\n",
       "    <!-- coat -->\r\n",
       "    <g transform=\"translate(635.715719 16.318125)scale(0.12 -0.12)\">\r\n",
       "     <use xlink:href=\"#DejaVuSans-99\"/>\r\n",
       "     <use x=\"54.980469\" xlink:href=\"#DejaVuSans-111\"/>\r\n",
       "     <use x=\"116.162109\" xlink:href=\"#DejaVuSans-97\"/>\r\n",
       "     <use x=\"177.441406\" xlink:href=\"#DejaVuSans-116\"/>\r\n",
       "    </g>\r\n",
       "   </g>\r\n",
       "  </g>\r\n",
       " </g>\r\n",
       " <defs>\r\n",
       "  <clipPath id=\"p2e672bf4fc\">\r\n",
       "   <rect height=\"63.169811\" width=\"63.169811\" x=\"10.7\" y=\"22.318125\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"p6705e28f8d\">\r\n",
       "   <rect height=\"63.169811\" width=\"63.169811\" x=\"86.503774\" y=\"22.318125\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"p2c27508752\">\r\n",
       "   <rect height=\"63.169811\" width=\"63.169811\" x=\"162.307547\" y=\"22.318125\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"p4525dec17b\">\r\n",
       "   <rect height=\"63.169811\" width=\"63.169811\" x=\"238.111321\" y=\"22.318125\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"p434df20f50\">\r\n",
       "   <rect height=\"63.169811\" width=\"63.169811\" x=\"313.915094\" y=\"22.318125\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"p7d6c4c773d\">\r\n",
       "   <rect height=\"63.169811\" width=\"63.169811\" x=\"389.718868\" y=\"22.318125\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"p764b5822fd\">\r\n",
       "   <rect height=\"63.169811\" width=\"63.169811\" x=\"465.522642\" y=\"22.318125\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"p1adf046368\">\r\n",
       "   <rect height=\"63.169811\" width=\"63.169811\" x=\"541.326415\" y=\"22.318125\"/>\r\n",
       "  </clipPath>\r\n",
       "  <clipPath id=\"p7a0a20d38f\">\r\n",
       "   <rect height=\"63.169811\" width=\"63.169811\" x=\"617.130189\" y=\"22.318125\"/>\r\n",
       "  </clipPath>\r\n",
       " </defs>\r\n",
       "</svg>\r\n"
      ],
      "text/plain": [
       "<Figure size 864x864 with 9 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "X, y = mnist_train[0:9]\n",
    "show_fashion_mnist(X, get_fashion_mnist_labels(y))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "'''\n",
    "读取小批量\n",
    "'''\n",
    "batch_size = 256\n",
    "transformer = gdata.vision.transforms.ToTensor()\n",
    "if sys.platform.startswith('win'):\n",
    "    num_workers = 0 # 0表示不用额外的进程来加速读取数据\n",
    "else:\n",
    "    num_workers = 4\n",
    "train_iter = gdata.DataLoader(mnist_train.transform_first(transformer),\n",
    "                              batch_size, shuffle=True,\n",
    "                              num_workers=num_workers)\n",
    "test_iter = gdata.DataLoader(mnist_test.transform_first(transformer),\n",
    "                             batch_size, shuffle=False,\n",
    "                             num_workers=num_workers)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'6.96 sec'"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "start = time.time()\n",
    "for X, y in train_iter:\n",
    "    continue\n",
    "'%.2f sec' % (time.time() - start)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
